Advancement of the DRPE Encryption Algorithm for Phase CGHs by Random Pixel Shuffling by Alfonso Blesa, Francisco J. Serón

“…This work presents an optical encryption process for various types of information related to 3D worlds (scenes) or 2D images, utilizing Computer-Generated Holograms (CGHs). …”
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A lightweight steel surface defect detection network based on YOLOv9 by Tianyi Zheng, Ling Yu, Yongbao Shi, Fanglin Niu

“…First, we integrate the SENetV2 attention mechanism, which has a multi-branch structure and compression and excitation operations, into the YOLOv9 feature module RepNCSPELAN4 to form a new RepNCSPELAN4_SENetV2 feature extraction module, enhancing the model’s ability to extract complex features. …”
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Assessment of the Magnetic Hysteretic Behaviour of MR Dampers through Sensorless Measurements by Janusz Gołdasz, Bogdan Sapinski, Łukasz Jastrzębski

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ISLRWR: A network diffusion algorithm for drug-target interactions prediction. by Lu Sun, Zhixiang Yin, Lin Lu

“…In this study, we used multi-source heterogeneous network information to build a network model, learn the network topology through multiple network diffusion algorithms, and obtain compressed low-dimensional feature vectors for predicting drug-target interactions (DTIs). …”
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Detecting Zero-Day Web Attacks with an Ensemble of LSTM, GRU, and Stacked Autoencoders by Vahid Babaey, Hamid Reza Faragardi

“…The increasing sophistication of web-based services has intensified the risk of zero-day attacks, exposing critical vulnerabilities in user information security. Traditional detection systems often rely on labeled attack data and struggle to identify novel threats without prior knowledge. …”
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Research on Few Shot Anomaly Detection Technique for Wind Turbines Based on Audio Data by LIU Yue, LUO Xiao, CHU Wei

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Effectiveness of Nanosilica on Enhancing the Mechanical and Microstructure Properties of Kenaf/Carbon Fiber-Reinforced Epoxy-Based Nanocomposites by Muruganantham Ponnusamy, L. Natrayan, S. Kaliappan, G. Velmurugan, Subash Thanappan

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Virtual Reality Video Image Classification Based on Texture Features by Guofang Qin, Guoliang Qin

“…First, the texture feature of the image is introduced as a priori information to reflect the spatial relationship between pixels and the unique characteristics of different types of ground features. …”
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Variational autoencoders for at-source data reduction and anomaly detection in high energy particle detectors by Alexander Yue, Haoyi Jia, Julia Gonski

“…Furthermore, the latent space information is found to be a useful discriminator in the context of real-time sensor defect monitoring. …”
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Quantification of neuroinflammation in spinal cord and neuroforamina of patients with painful cervical radiculopathy using [11C]DPA713 PET/CT by Ivo J. Lutke Schipholt, Ivo J. Lutke Schipholt, Gwendolyne G. M. Scholten-Peeters, Meghan A. Koop, Michel W. Coppieters, Michel W. Coppieters, Ronald Boellaard, Elsmarieke van de Giessen, Elsmarieke van de Giessen, Bastiaan C. ter Meulen, Bastiaan C. ter Meulen, Marieke Coenen, Carmen Vleggeert-Lankamp, Paul R. Depaauw, Bart N. M. van Berckel, Adriaan A. Lammerstma, Adriaan A. Lammerstma, Maqsood Yaqub

“…However, there is limited information on the presence of neuroinflammation in human compression neuropathies. …”
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A Scalable Hybrid Autoencoder–Extreme Learning Machine Framework for Adaptive Intrusion Detection in High-Dimensional Networks by Anubhav Kumar, Rajamani Radhakrishnan, Mani Sumithra, Prabu Kaliyaperumal, Balamurugan Balusamy, Francesco Benedetto

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Bottlenose Dolphins’ Clicks Comply with Three Laws of Efficient Communication by Arthur Stepanov, Hristo Zhivomirov, Ivaylo Nedelchev, Todor Ganchev, Penka Stateva

“…Conforming to the other two laws also implies that dolphins use clicks according to the compression criterion or minimisation of code length without losing information. …”
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Resuscitation Care in Out-Of-Hospital Cardiac Arrest: a Survey of the Emergency Medical Services Personnel in the Republic of Crimea by A. A. Birkun, L. P. Frolova, G. N. Buglak, S. S. Olefirenko, L. I. Dezhurny

“…The questionnaire was utilized to collect demographic data, information on experience of conducting CPR for the last year, on a current practice of CPR debriefings and timing of last CPR training. …”
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Giant tunability of superlattice excitations in chiral Cr1/3TaS2 by J. L. Musfeldt, Y. Gu, J. T. Haraldsen, K. Du, P. Yapa, J. Yang, D. G. Mandrus, S. -W. Cheong, Z. Liu

“…One barrier to greater control of the collective metal monolayer excitations in these materials is the absence of detailed information about how they evolve under compression. …”
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Study and Analysis of Below Knee Osseointegration Prosthesis by Saif M. Abbas, Jumaa S. Chiad, Ayad M. Takhakh Takhakh

“…For osseointegrated prosthetic components, the implant material yield stress Ϭy =470MPa, ultimate tensile strength Ϭult =558 MPa, and Young's modulus =2.7 GPa, Ti-13Nb-13Zr alloy, demonstrated excellent tensile and compression capabilities. Important information on both metallic and composite materials' durability under cyclic loads was obtained via fatigue testing.  …”
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Evaluation of effect of leakage in cylinder-piston seals on working process of low-speed long stroke piston units by S. S. Busarov, D. C. Titov, I. S. Demin, A. V. Nedovenchany

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Comparison of the clinical efficacy and safety of two spinal endoscopic techniques for the treatment of ossification of the ligamentum flavum in the thoracic spine by Yupeng Wang, Zhongxin Tang, Qian Tang, Haijun Ma, Mingkui Shen, Hejun Yang

“…These complications did not cause serious consequences.ConclusionFor patients with T-OLF, both UBE and PE can effectively alleviate nerve compression and relieve symptoms. UBE uses two channels for observation and operation, leading to more effective and safer clinical outcomes.…”
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Classification Model of Clock Drawing Test Based on Contrastive Learning Using Multi-Channel Features With Channel-Spatial Attention by Changsu Kang, Bohyun Wang, J. S. Lim

“…This can be detrimental to compressing information in CDT images, where all elements are significant features. …”
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CPR-Induced Consciousness during Ventricular Fibrillation: Case Report and Literature Review by Xiaoqing Zhou, Boru Sun

“…For case reports, we extracted information on the author (year), country, patients, location, compression, signs of CPRIC, treatment of CPRIC, and patient outcomes. …”
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Traffic and Quality Characterization of the H.264/AVC Scalable Video Coding Extension by Geert Van der Auwera, Prasanth T. David, Martin Reisslein, Lina J. Karam

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